IO
Ipek Oguz
cs.CVeess.IVMRISegmentationAlgorithmscs.LGMagnetic Resonance Imagingcomputer visioncs.AIDeep Learning
On Valency
published · living versionsW_48dtrymw·v1 · currentpublished
Segmentation Confidence for Arbitrary CNNs
with Baris Oguz, Xing Yao, Claudia Tawil, Alison Pouch +3
1 version
Preprints & journals
133 papers in the corpus · 2005–2026NNV3: Expanding Neural Network Verification to New Architectures and Domains2609.30050v1 · Anne M. Tumlin, Samuel Sasaki, Ben Wooding et al.2026 · 0 citationsarXiv
LISynSeg: Data-Centric Label-to-Image Synthesis for Cross-Modality Whole-Heart Segmentation2608.31073v1 · Jiacheng Wang, Ivana Isgum, Ipek Oguz2026 · 0 citationsarXiv
crossMoDA challenge: Evolution of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation from 2021 to 2023.42673840 · Wijethilake, Navodini, Dorent, Reuben, Ivory, Marina et al.2026 · 0 citationsMedical image analysis. 2026;114:104282
Endo-SemiS: Towards Robust Semi-Supervised Image Segmentation for Endoscopic Video.42367243 · Li, Hao, Lu, Daiwei, Yao, Xing et al.2026 · 0 citationsProceedings of machine learning research. 2026;315:1675-1696
VFMStitch: A Vision-Foundation-Model Empowered Framework for 3D Ultrasound Stitching via Geometric-Semantic Feature Fusion.42403923 · Yao, Xing, DiSanto, Nick, Yu, Runxuan et al.2026 · 0 citationsProceedings of machine learning research. 2026;315:2621-2639
Perseus: perception with semantic endoscopic understanding and SLAM.42192046 · Acar, Ayberk, Li, Fangjie, Stern, Susheela Sharma et al.2026 · 0 citationsInternational journal of computer assisted radiology and surgery. 2026;21(7):1465-1474
Towards Verified and Targeted Explanations through Formal Methods2604.14209v1 · Hanchen David Wang, Diego Manzanas Lopez, Preston K. Robinette et al.2026 · 0 citationsarXiv
VAMOS-OCTA: Vessel-Aware Multi-Axis Orthogonal Supervision for Inpainting Motion-Corrupted OCT Angiography Volumes2602.00995v1 · Nick DiSanto, Ehsan Khodapanah Aghdam, Han Liu et al.2026 · 0 citationsProc. SPIE 13925, Medical Imaging 2026: Image Processing, 139250T (2026)
From Geometry to Intensity: A Coarse-to-Fine Pipeline for Unsupervised 3D Ultrasound Stitching.42404103 · Yao, Xing, Yu, Runxuan, Lu, Daiwei et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2026;13925
IntraStyler: Intra-Domain Style Synthesis for Cross-Modality MRI Domain Adaptation2601.00212v2 · Han Liu, Yubo Fan, Hao Li et al.2026 · 0 citationsarXiv
SEGMENTATION CONFIDENCE FOR ARBITRARY CNNS.42416972 · Oguz, Baris, Yao, Xing, Tawil, Claudia et al.2026 · 0 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2026;2026
LOTUS: Latent Outpainting Diffusion Model for Three-Dimensional Ultrasound Stitching.42422055 · Yao, Xing, Yu, Runxuan, DiSanto, Nick et al.2026 · 0 citationsProceedings of machine learning research. 2026;306:1740-1754
EndoStreamDepth: Temporally Consistent Monocular Depth Estimation for Endoscopic Video Streams.42559534 · Li, Hao, Lu, Daiwei, Wang, Jiacheng et al.2026 · 0 citationsProceedings of machine learning research. 2026;315:1697-1721
Monocular absolute depth estimation from endoscopy via domain-invariant feature learning and latent consistency.42559657 · Li, Hao, Lu, Daiwei, d'Almeida, Jesse et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2026;13925
EndoStreamDepth: Temporally Consistent Monocular Depth Estimation for Endoscopic Video Streams2512.18159v2 · Hao Li, Daiwei Lu, Jiacheng Wang et al.2025 · 0 citationsarXiv
Endo-SemiS: Towards Robust Semi-Supervised Image Segmentation for Endoscopic Video2512.16977v1 · Hao Li, Daiwei Lu, Xing Yao et al.2025 · 0 citationsarXiv
DEMIST: Decoupled Multi-stream latent diffusion for Quantitative Myelin Map Synthesis2511.12396v2 · Jiacheng Wang, Hao Li, Xing Yao et al.2025 · 1 citationarXiv
A Supervised Autonomous Resection and Retraction Framework for Transurethral Enucleation of the Prostatic Median Lobe2511.08490v1 · Mariana Smith, Tanner Watts, Susheela Sharma Stern et al.2025 · 1 citationarXiv
A computer vision model for automated kidney stone segmentation and evaluation of its performance vs surgeons.40994261 · Lu, Daiwei, Deol, Ekamjit S, Koyama, Tatsuki et al.2025 · 4 citationsBJU international. 2026;137(1):87-94
The Associations Between Chronic Active Lesions and White Matter Disease: A 7 Tesla Imaging Study.40955955 · McCluey, Ellie, Toubasi, Ahmad A, Wang, Jiacheng et al.2025 · 1 citationAnnals of clinical and translational neurology. 2025;12(12):2535-2545
Probabilistic Robustness Analysis in High Dimensional Space: Application to Semantic Segmentation Network2509.11838v2 · Navid Hashemi, Samuel Sasaki, Diego Manzanas Lopez et al.2025 · 0 citationsarXiv
The Evaluation of Computer Vision-Based Automated Performance Metrics for Endoscopic Kidney Stone Surgery.40601841 · Cabo, Jackson, Lu, Daiwei, Floyd, Chase et al.2025 · 1 citationJournal of endourology. 2025;39(9):924-929
Paramagnetic rim lesions in early multiple sclerosis: a 7 Tesla imaging study.40585811 · Kazimuddin, Habeeb F, Wang, Jiacheng, Toubasi, Ahmad A et al.2025 · 5 citationsBrain communications. 2025;7(3):fcaf215
SYNSTITCH: A SELF-SUPERVISED LEARNING NETWORK FOR ULTRASOUND IMAGE STITCHING USING SYNTHETIC TRAINING PAIRS AND INDIRECT SUPERVISION.40539076 · Yao, Xing, Yu, Runxuan, Hu, Dewei et al.2026 · 1 citationProceedings. IEEE International Symposium on Biomedical Imaging. 2025;2025
From Monocular Vision to Autonomous Action: Guiding Tumor Resection via 3D Reconstruction2503.16263v1 · Ayberk Acar, Mariana Smith, Lidia Al-Zogbi et al.2025 · 2 citationsarXiv
PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound.40463735 · Li, Hao, Oguz, Baris, Arenas, Gabriel et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2025;13406
Kidney Endoscopy Video to Preoperative CT Alignment for Depth Estimation.42368515 · Lu, Daiwei, Li, Hao, Pierre, Clifford et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2025;13408
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation2410.04648v1 · Dewei Hu, Hao Li, Han Liu et al.2024 · 5 citationsarXiv
Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound images.40463734 · Li, Hao, Oguz, Baris, Arenas, Gabriel et al.2026 · 0 citationsSimplifying medical ultrasound. International Workshop on Advances in Simplifying Medical Ultrasound. 2025;15186:132-142
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts.40463351 · Li, Hao, Liu, Han, Hu, Dewei et al.2026 · 12 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2024;15003:389-399
Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Biparametric MRI Datasets.39166972 · Li, Hao, Liu, Han, von Busch, Heinrich et al.2024 · 8 citationsRadiology. Artificial intelligence. 2024;6(5):e230521
Retinal IPA: Iterative KeyPoints Alignment for Multimodal Retinal Imaging2407.18362v1 · Jiacheng Wang, Hao Li, Dewei Hu et al.2024 · 3 citationsarXiv
Predicting fluorescent labels in label-free microscopy images with pix2pix and adaptive loss in Light My Cells challenge2406.15716v1 · Han Liu, Hao Li, Jiacheng Wang et al.2024 · 0 citationsarXiv
Automated Upper Tract Urothelial Carcinoma Tumor Segmentation During Ureteroscopy Using Computer Vision Techniques.38661528 · Lu, Daiwei, Reed, Amy, Pace, Natalie et al.2024 · 9 citationsJournal of endourology. 2024;38(8):836-842
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training.38224508 · Liu, Han, Xu, Zhoubing, Gao, Riqiang et al.2024 · 39 citationsIEEE transactions on medical imaging. 2024;43(5):1995-2009
Intracranial Hypertension Associated With Poly-Cranio-Radicular-Neuropathies: A Case Report and Review of the Literature.38372201 · Eaton, James E, Oguz, Ipek, Kazimuddin, Habeeb et al.2024 · 0 citationsThe neurologist. 2024;29(3):166-169
PROMISE: PROMPT-DRIVEN 3D MEDICAL IMAGE SEGMENTATION USING PRETRAINED IMAGE FOUNDATION MODELS.40458423 · Li, Hao, Liu, Han, Hu, Dewei et al.2026 · 29 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2024;2024
Domain generalization for retinal vessel segmentation via Hessian-based vector field.38615431 · Hu, Dewei, Li, Hao, Liu, Han et al.2024 · 23 citationsMedical image analysis. 2024;95:103164
FNPC-SAM: Uncertainty-Guided False Negative/Positive Control for SAM on Noisy Medical Images.38894708 · Yao, Xing, Liu, Han, Hu, Dewei et al.2026 · 8 citationsProceedings of SPIE--the International Society for Optical Engineering. 2024;12926
AVA: Automated Viewability Analysis for Ureteroscopic Intrarenal Surgery.42368997 · Lu, Daiwei, Wu, Yifan, Yao, Xing et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2024;12928
ASSIST-U: A system for segmentation and image style transfer for ureteroscopy.38638492 · Lu, Daiwei, Wu, Yifan, Acar, Ayberk et al.2024 · 3 citationsHealthcare technology letters. 2024;11(2-3):40-47
Towards navigation in endoscopic kidney surgery based on preoperative imaging.38638503 · Acar, Ayberk, Lu, Daiwei, Wu, Yifan et al.2026 · 7 citationsHealthcare technology letters. 2024;11(2-3):67-75
Learning Site-specific Styles for Multi-institutional Unsupervised Cross-modality Domain Adaptation2311.12437v2 · Han Liu, Yubo Fan, Zhoubing Xu et al.2023 · 3 citationsarXiv
Novel OCT mosaicking pipeline with Feature- and Pixel-based registration2311.13052v2 · Jiacheng Wang, Hao Li, Dewei Hu et al.2023 · 6 citationsarXiv
Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts2311.07806v1 · Hao Li, Han Liu, Dewei Hu et al.2023 · 9 citationsarXiv
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities2309.01286v1 · Dewei Hu, Hao Li, Han Liu et al.2023 · 5 citationsarXiv
False Negative/Positive Control for SAM on Noisy Medical Images2308.10382v1 · Xing Yao, Han Liu, Dewei Hu et al.2023 · 6 citationsarXiv
CATS v2: Hybrid encoders for robust medical segmentation2308.06377v3 · Hao Li, Han Liu, Dewei Hu et al.2023 · 6 citationsarXiv
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation2307.12004v1 · Han Liu, Hao Li, Xing Yao et al.2023 · 11 citationsarXiv
VesselMorph: Domain-Generalized Retinal Vessel Segmentation via Shape-Aware Representation2307.00240v2 · Dewei Hu, Hao Li, Han Liu et al.2023 · 0 citationsarXiv
Career total: 213 works. 133 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.